Low-Overhead Early-Stopping Policies for Efficient Random Forests Inference on Microcontrollers

Francesco Daghero, Alessio Burrello, Chen Xie, Luca Benini, Andrea Calimera, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari. Low-Overhead Early-Stopping Policies for Efficient Random Forests Inference on Microcontrollers. In Victor Grimblatt, Chip-Hong Chang, Ricardo Reis 0001, Anupam Chattopadhyay, Andrea Calimera, editors, VLSI-SoC: Technology Advancement on SoC Design - 29th IFIP WG 10.5/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2021, Singapore, October 4-8, 2021, Revised and Extended Selected Papers. Volume 661 of IFIP Advances in Information and Communication Technology, pages 25-47, Springer, 2021. [doi]

@inproceedings{DagheroBXBCMPP21a,
  title = {Low-Overhead Early-Stopping Policies for Efficient Random Forests Inference on Microcontrollers},
  author = {Francesco Daghero and Alessio Burrello and Chen Xie and Luca Benini and Andrea Calimera and Enrico Macii and Massimo Poncino and Daniele Jahier Pagliari},
  year = {2021},
  doi = {10.1007/978-3-031-16818-5_2},
  url = {https://doi.org/10.1007/978-3-031-16818-5_2},
  researchr = {https://researchr.org/publication/DagheroBXBCMPP21a},
  cites = {0},
  citedby = {0},
  pages = {25-47},
  booktitle = {VLSI-SoC: Technology Advancement on SoC Design - 29th IFIP WG 10.5/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2021, Singapore, October 4-8, 2021, Revised and Extended Selected Papers},
  editor = {Victor Grimblatt and Chip-Hong Chang and Ricardo Reis 0001 and Anupam Chattopadhyay and Andrea Calimera},
  volume = {661},
  series = {IFIP Advances in Information and Communication Technology},
  publisher = {Springer},
  isbn = {978-3-031-16818-5},
}